Paper Citation Record · LEDGER

Evaluating LLMs as Interpretable Controllers for Dynamical Systems

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.22609.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.22609 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T11:18:27.890102Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3599ce04-ee32-49c1-96c3-e562bd130fa8 · outbound

This paper cites Attention Is All You Need.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Attention Is All You Need

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:25.310105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b88d1b0-68fa-4d60-b29d-0b167dad74c5 · outbound

This paper cites Ichter, A.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Ichter, A

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:25.388459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f0d6d54-fc1c-47db-8627-a21eab1d17bf · outbound

This paper cites Zitkovich, T.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Zitkovich, T

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:25.488451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce698051-c18a-4c27-b36a-1655bac6d496 · outbound

This paper cites Huang, F.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Huang, F

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:25.607610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f67212-db6b-4658-b747-12aec0f9bb53 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Evaluating Large Language Models Trained on Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:25.750210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74f90b54-e326-4949-b064-377c5b04b004 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:25.895117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52907d19-1b44-4f00-8e2e-8e8fe52a8c97 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:26.031395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8865d1d1-1cc8-47ff-8093-addd34163de3 · outbound

This paper cites Singhal, S.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Singhal, S

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:26.129336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed58e56-0986-46b2-9d9b-192fa66bc247 · outbound

This paper cites Huang, P.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Huang, P

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:26.293483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2abd9af3-5478-49a6-9197-2f1153f6f623 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:26.457049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c19e5533-86a0-46aa-9af8-6e8e6ddfb60f · outbound

This paper cites Stiennon, L.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Stiennon, L

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:26.575516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c560eb0-0724-4d95-aa53-64b879711d81 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:26.656397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16e4ac72-f4a7-48f1-8c3b-aaabf3371684 · outbound

This paper cites Learning to Model the World with Language.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Learning to Model the World with Language

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:26.866597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a40f133-9045-4f98-92e2-7d8ddcac3e23 · outbound

This paper cites an unresolved cited work.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.047410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20ffe72e-5b26-4785-a6c4-160817c99a70 · outbound

This paper cites Rasheed, O.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Rasheed, O

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.159953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 542d243f-6d45-46d6-8fed-5814eaf40cd2 · outbound

This paper cites Rasheed, O.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Rasheed, O

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.241520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e977bce-43c1-4f7c-8f99-6bcc87435922 · outbound

This paper cites Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.298779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5a665be-1e38-427e-8de9-21cd4c609c35 · outbound

This paper cites Gemma 3 Technical Report.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Gemma 3 Technical Report

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.399545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b4d407-ba1c-4be9-9582-d6d9a98c7770 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.492777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 543ccd4c-35cb-4130-8e14-7433366f73ec · outbound

This paper cites an unresolved cited work.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.550341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f33086e-ea8f-4f56-beea-e46586595912 · outbound

This paper cites Qwen3 Technical Report.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Qwen3 Technical Report

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.627966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcc1cee0-16fa-4d3f-82e9-46eae1141495 · outbound

This paper cites GPT-4 Technical Report.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems GPT-4 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.701028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50d60478-8987-4743-9ffc-ab6b86e62f59 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Distilling the Knowledge in a Neural Network

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.804599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 416f59f5-e88e-4b3c-b5aa-147e8f31ad84 · outbound

This paper cites Problematic Tokens: Tokenizer Bias in Large Language Models.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Problematic Tokens: Tokenizer Bias in Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.840198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616c1478-12da-4c2d-ad62-9d3a37ec1306 · outbound

This paper cites Virtanen, R.

Evaluating LLMs as Interpretable Controllers for Dynamical Systems Virtanen, R

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T11:18:27.890102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.